{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Matplotlib图鉴——基础面积图\n",
    "\n",
    "## 公众号：可视化图鉴"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.3.3\n",
      "1.1.5\n",
      "1.19.5\n"
     ]
    }
   ],
   "source": [
    "import matplotlib\n",
    "print(matplotlib.__version__) #查看Matplotlib版本\n",
    "import pandas as pd\n",
    "print(pd.__version__) #查看pandas版本\n",
    "import numpy as np\n",
    "print(np.__version__) #查看numpy版本\n",
    "import matplotlib.pyplot as plt \n",
    "plt.rcParams['font.sans-serif'] = ['STHeiti'] #设置中文"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "注意，代码在以下环境全部通过测试:\n",
    "- Python 3.7.1\n",
    "- Matplotlib == 3.3.3\n",
    "- pandas == 1.1.5\n",
    "- numpy == 1.19.5\n",
    "\n",
    "因版本不同，可能会有部分语法差异，如有报错，请先检查拼写及版本是否一致！"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础面积图 - 第一种数据处理"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`Axes.stackplot(axes, x, *args, labels=(), colors=None, baseline='zero', data=None, **kwargs)`参数如下:\n",
    "\n",
    "- x: 一维数组\n",
    "- y: 维度为MxN的二维数组或者是一系列维度为1xN的一维数组\n",
    "- baseline:{'zero', 'sym', 'wiggle', 'weighted_wiggle'}\n",
    "\n",
    "     计算基础线的方法:\n",
    "     - ‘zero’:0为基础线\n",
    "     - ‘sym’:围绕零对称\n",
    "     - 'wiggle':最小化总和平方的坡度\n",
    "     - 'weighted_wiggle':最小化总和平方的坡度但是要考虑权重即每个图层的大小。 \n",
    "- label:设置标签\n",
    "- colors: 设置颜色\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "x = [1, 2, 3, 4, 5]\n",
    "y1 = [0, 1, 3, 4, 5]\n",
    "y2 = [0, 4, 3, 7, 10]\n",
    "y3 = [1, 3, 2, 8, 11]\n",
    "\n",
    "labels = [\"A \", \"B\", \"C\"]\n",
    "\n",
    "fig, ax = plt.subplots(figsize = (9,8))\n",
    "ax.stackplot(x, y1, y2, y3, labels=labels)\n",
    "ax.legend(loc='upper left', prop={'size':15})\n",
    "\n",
    "plt.xlabel(\"我是x轴\", fontsize = 20)\n",
    "plt.ylabel(\"我是y轴\", fontsize = 20)\n",
    "plt.title('我是标题', fontsize = 20)\n",
    "plt.tick_params(labelsize=13)\n",
    "plt.show()\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 第二种数据处理"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "x = [1, 2, 3, 4, 5]\n",
    "y1 = [0, 1, 3, 4, 5]\n",
    "y2 = [0, 4, 3, 7, 10]\n",
    "y3 = [1, 3, 2, 8, 11]\n",
    "\n",
    "y = np.vstack([y1, y2, y3])\n",
    "\n",
    "labels = [\"A\", \"B\", \"C\"]\n",
    "\n",
    "fig, ax = plt.subplots(figsize = (9,8))\n",
    "ax.stackplot(x, y,labels = labels)\n",
    "plt.xlabel(\"我是x轴\", fontsize = 20)\n",
    "plt.ylabel(\"我是y轴\", fontsize = 20)\n",
    "plt.title('我是标题', fontsize = 20)\n",
    "plt.tick_params(labelsize=13)\n",
    "ax.legend(loc='upper left', prop={'size':15})\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础面积图 - 修改颜色、修改baseline属性为sym围绕零对称"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "x = [1, 2, 3, 4, 5]\n",
    "y1 = [0, 1, 3, 4, 5]\n",
    "y2 = [0, 4, 3, 7, 10]\n",
    "y3 = [1, 3, 2, 8, 11]\n",
    "\n",
    "y = np.vstack([y1, y2, y3])\n",
    "\n",
    "labels = [\"A\", \"B\", \"C\"]\n",
    "\n",
    "fig, ax = plt.subplots(figsize = (9,8))\n",
    "ax.stackplot(x, y, baseline = 'sym', colors = [\"#00BFFF\",\"#76EE00\",\"#EEEE00\"],labels = labels)\n",
    "plt.xlabel(\"我是x轴\", fontsize = 20)\n",
    "plt.ylabel(\"我是y轴\", fontsize = 20)\n",
    "plt.title('我是标题', fontsize = 20)\n",
    "plt.tick_params(labelsize=13)\n",
    "ax.legend(loc='upper left', prop={'size':15})\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础面积图 - 修改颜色、修改baseline属性wiggle(最小化总和平方的坡度)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "x = [1, 2, 3, 4, 5]\n",
    "y1 = [2, 3, 3, 6, 10]\n",
    "y2 = [0, 3, 2, 8, 13]\n",
    "y3 = [1, 6, 2, 9, 15]\n",
    "\n",
    "y = np.vstack([y1, y2, y3])\n",
    "\n",
    "labels = [\"A\", \"B\", \"C\"]\n",
    "\n",
    "fig, ax = plt.subplots(figsize = (9,8))\n",
    "ax.stackplot(x, y, baseline = 'wiggle', colors = [\"#8B658B\",\"#FFC1C1\",\"#CD9B9B\"],labels = labels)\n",
    "plt.xlabel(\"我是x轴\", fontsize = 20)\n",
    "plt.ylabel(\"我是y轴\", fontsize = 20)\n",
    "plt.title('我是标题', fontsize = 20)\n",
    "plt.tick_params(labelsize=13)\n",
    "ax.legend(loc='upper left', prop={'size':15})\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 基础面积图 - 修改颜色、修改baseline属性weight_wiggle权重"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 648x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "x = [1, 2, 3, 4, 5]\n",
    "y1 = [2, 3, 3, 6, 10]\n",
    "y2 = [0, 3, 2, 8, 13]\n",
    "y3 = [1, 6, 2, 9, 15]\n",
    "\n",
    "y = np.vstack([y1, y2, y3])\n",
    "\n",
    "labels = [\"A\", \"B\", \"C\"]\n",
    "\n",
    "fig, ax = plt.subplots(figsize = (9,8))\n",
    "ax.stackplot(x, y, baseline = 'weighted_wiggle', colors = [\"#9370DB\",\"#8B8989\",\"#CDC9C9\"],labels = labels)\n",
    "plt.xlabel(\"我是x轴\", fontsize = 20)\n",
    "plt.ylabel(\"我是y轴\", fontsize = 20)\n",
    "plt.title('我是标题', fontsize = 20)\n",
    "plt.tick_params(labelsize=13)\n",
    "ax.legend(loc='lower left', prop={'size':15})\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
